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The Risk of AI Isn't Skynet

November 6, 2025

Just as a reminder of what's being gambled on "AI supremacy": it's not just financial capital, it's everything.


The risk that AI transitions from Servant to Master is dramatically appealing--Skynet!--but the real risks are in the mundane realms of the socio-economic order. As I explain in my new book Investing In Revolution, technological revolutions share the same dynamic: those profiting from the innovations push them pell-mell, without regard for future consequences, as the goal is to expand as quickly as possible to achieve market dominance.

This is entirely understandable, as pausing to assess potential pitfalls will effectively cede control to competitors.

Society--all of civilization that isn't reducible to financial data--bears the consequences, but over a timespan far longer than the initial expansion of the technology. In other words, the immediate rewards of the technological revolution go to the fast-moving innovators while the broader consequences--both the benefits and the downsides--impact the socio-cultural-political realms over a much longer time frame.

This creates a time-response lag, where society must absorb and assess the consequences years or even decades after the initial expansion of the technology. The organizational tool of innovators is the corporation, a financial structure with a single goal--expand revenues and profits by any means available--and a quasi-military command-control-communications (a.k.a. 3C) hierarchy.

This structure meshes perfectly with markets, which price everything in the moment: markets lack mechanisms to price future consequences; they only price production, transport, currencies, materials, marketing, inventory, etc. in the present.

In contrast, society is characterized by a multitude of interests and structures in various stages of advocacy. There is no one single goal or hierarchy, and the upsides and downsides of technological changes are typically distributed very unevenly.

Those positioned to reap the rewards gain ground, those positioned to bear the brunt of negative consequences lose ground. Each will then advocate for controls or let-it-run-wild accordingly.

The American ethos favors the let-it-run-wild and pick up the pieces later approach to technological revolutions. This serves the interests of the initial innovators and speculators, who can amass great fortunes in the initial speculative frenzy to get on board. This has played out in railroads, autos, radio, TV, the Internet, and so on.

Each revolution is characterized as creative destruction the buggy whip industry is wiped out, but a larger industry is created.

Here is where correlation is confused with causation: the fact that this cycle has played out in the recent past does not make it a Law of Nature, i.e. a predictable manifestation of causation.

Which brings us to AI. AI is different: it doesn't generate a need for more human labor as it expands, it replaces human labor. This is its implicit raison d'etre, reason to exist.

The rewards go to the initial innovators' corporations and speculators, and the consequences fall on a society ill-prepared to assess them, much less limit them.

AI is different in another way: it generates a compelling facsimile of human characteristics and interactions, facsimiles of thought and knowledge that we take as "real" because they're in "our language."

But as I explain in my book Ultra-Processed Life, these facsimiles are all processed in ways we cannot discern: everything is processed in black boxes following scripts and agendas that we can't see.

What's presented as an accurate representation is actually an ultra-processed distillation that leaves out everything that's unwieldy or unwelcome. We're told that what's the screen is real, but it's not; it's the equivalent of an orange-colored ultra-processed, sugary, salty, greasy goo being presented as a "healthy snack alternative" to a raw carrot.

What's being lost in substituting AI's ultra-processed facsimiles occurs beneath our perception. We don't notice what's been lost, and so we can no longer make a realistic assessment: that capacity has been lost.

AI is also accelerating the process of technological change, a process that's been accelerating for 60 years. Alvin Toffler's 1970 book Future Shock described the disorienting nature of technology-driven change, a theme updated by Douglas Rushkoff in his 2004 book, Present Shock.

Put these dynamics together and we reach this analogy: we're children playing with matches and gasoline in a drought-stricken forest of dry deadwood. Even as the formidable resources of big-tech corporations and the state rush to secure AI supremacy, we may have it backwards: those squandering resources to build out a state-corporate Skynet "to serve humanity" are speeding our self-destruction, while those societies that limit their exposure to AI's ultra-processed goo will emerge as the winners rather than the losers.

Just as a reminder of what's being gambled on AI supremacy: it's not just financial capital, it's everything.




My new book Investing In Revolution is available at a 10% discount ($18 for the paperback, $24 for the hardcover and $8.95 for the ebook edition) through November. Introduction (free)

New podcast: Anti-Progress, Reverse Leverage and the Hot-Potato Economy (45 min)


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THE REVOLUTION TRILOGY:
Investing In Revolution     Ultra-Processed Life     The Mythology of Progress

Systemic Problems/Solutions

Investing In Revolution (2025) Introduction (free)

The Mythology of Progress (2024) Introduction (free)

Global Crisis, National Renewal (2021) Introduction (free)

Money and Work Unchained (2017) Introduction (free)

A Radically Beneficial World (2015) Introduction (free)

What You Can Do Yourself

Ultra-Processed Life (2025) Introduction (free)

Self-Reliance in the 21st Century (2022) Introduction (free)

When You Can't Go On: Burnout, Reckoning and Renewal (2022) Introduction (free)

Get a Job, Build a Real Career and Defy a Bewildering Economy (2014) Intro (free)

Novels

The Adventures of the Consulting Philosopher Intro (free)

The Secret Life of an Asian Heroine First chapters (free)


Become a $3/month patron of my work via patreon.com.

Subscribe to my Substack for free




Investing In Revolution print $18, (Kindle $8.95, Hardcover $24 (145 pages, 2025)


Only now do we see that we've been investing in revolution for decades--not the revolutions we thought we were investing in, revolutions in technology and finance, but in the social revolution made inevitable by the extremes that we've reached in our single-minded pursuit of private gains.

The pendulum that we've pushed to an extreme will swing to the opposite extreme, and the artifices that have propped up a facade a stability for decades will accelerate the disorder rather than reverse it.

We now stand at the point of decision, and this book offers a path to a reformation and renewal that serves the shared interests of us all, not just the few.

Introduction (free)



Ultra-Processed Life print $16, (Kindle $7.95, audiobook, Hardcover $20 (129 pages, 2025)


Ultra-Processed Life: the substitution of a synthetic, commoditized, very profitable facsimile for what was once authentic.

Ultra-Processed Life is my term for everything that is analogous to ultra-processed snacks: attractively marketed, instantly alluring, easy to consume, addictive by design, tasty in the moment but harmful over time, its origins a black box of unknown processes, the brightly colored product bearing no resemblance to the real-world ingredients, an idealized form of what is inherently imperfect, untethered from the natural world.

As with many others, the catalyst for my exploration was a life-threatening medical crisis that did not have a specific cause.

This led me to wonder if our entire way of life is like an ultra-processed snack: tasty but not healthy, edible but stripped of the nutrients we need to be healthy, addictive by design. Introduction (free)



The Mythology of Progress, Anti-Progress and a Mythology for the 21st Century print $20, (Kindle $9.95, Hardcover $24 (215 pages, 2024) audiobook, Read the Introduction and first chapter for free (PDF)


What if the policies to accelerate growth are no longer working because our fix for every problem--growth at any cost--is failing? We're told Progress is inevitable as a result of technology, but everyday life is getting harder, not easier--the opposite of Progress, what I call Anti-Progress.

What if the real source of the unraveling is far deeper than economics or politics? What if the problem is what we see as the inevitable destiny of humanity--Progress--is actually a modern mythology, disconnected from the real-world consequences of growth for growth's sake?

We indignantly reject that Progress is a mythology, but our need for mythology hasn't gone away because we've mastered technology; we've created a modern mythology of technology that is heedless of its own consequences.

To truly progress, we need a new mythology aligned to 21st century realities. Read the Introduction and first chapter for free



Recent entries:

The Risk of AI Isn't Skynet November 6, 2025

The Inevitable Drift Down from "Can't Lose" Owning Stocks to "Can't Win" November 3, 2025

Yes, Everything Crashed--Just Not For You October 30, 2025

Anatomy of AI Cold Turkey October 27, 2025

ZIRP or ZAP? Will the Fed's 'Zero-Interest Rate Policy' Return, and Will It Work? October 23, 2025

Could a Rip-Your-Face-Off Rally in the Dollar Trigger a Global Financial Crisis? October 21, 2025

The Crisis and Revolution Hidden in Plain Sight October 20, 2025

If We Measured the Economy by Quality-of-Life Instead of GDP, We'd Be In a Depression October 16, 2025

The Year When Everything Happens in No Particular Order October 14, 2025

The True Meaning of Stoicism October 9, 2025

Look Out Below October 7, 2025

The Golden Age of Spectacle October 3, 2025

Will AI Crash the Economy? October 1, 2025


January 2025 posts         February 2025 posts         March 2025 posts         April 2025 posts         May 2025 posts         June 2025 posts         July 2025 posts         August 2025 posts         September 2025 posts         October 2025 posts

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Extra-Special Bonus Aphorisms:

"There is no security on this earth; there is only opportunity."
(Douglas MacArthur)

"We are what we repeatedly do." (Aristotle)

"Do the thing and you shall have the power." (Ralph Waldo Emerson)

"Any intelligent fool can make things bigger, more complex, and more violent. It takes a touch of genius and a lot of courage to move in the opposite direction." (E.F. Schumacher, via Tom R.)

"He who will not risk cannot win." (John Paul Jones)

"When we drink coffee, ideas march in like the army." (Honore de Balzac)

"Progress is not possible without deviation." (Frank Zappa, via Richard Metzger)

"Victory favors those who take pains." (amat victoria curam)

"The man who has a garden and a library has everything." (Cicero, via Lee Bentley)

"A healthy homecooked family meal and a home garden are revolutionary acts." (CHS)

"Do you know what amazes me more than anything else? The impotence of force to organize anything." (Napoleon Bonaparte)

"The way of the Tao is reversal" Or "Reversal is the movement of Tao." (Lao Tzu)

"Chance favours the prepared mind." (Louis Pasteur)

"Success consists of going from failure to failure without loss of enthusiasm." (Winston Churchill)

"Where there is ruin, there is hope for treasures." (Rumi)

"The realm of gratitude is boundless." (CHS, 11/25/15)

"History doesn't have a reverse gear." (CHS, 12/22/15)

Smith's Law of Conservation of Risk: Every sustained action has more than one consequence. Some consequences will appear positive for a time before revealing their destructive nature. Some consequences will be intended, some will not. Some will be foreseeable, some will not. Some will be controllable, some will not. Those that are unforeseen and uncontrollable will trigger waves of other unforeseen and uncontrollable consequences. (July 8, 2014)(thanks to Lew G. for retitling the idea.)

Smith's Neofeudalism Principle #1: If the citizenry cannot replace a kleptocratic authoritarian government and/or limit the power of the financial Aristocracy at the ballot box, the nation is a democracy in name only.

The Smith Corollary to Metcalfe's Law (The Network Effect): the value of the network is created not just by the number of connected devices/users but by the value of the information and knowledge shared by users in sub-networks and in the entire network. (CHS, 4/6/16)

My Credo of Liberation: I no longer care if the power centers of our society--the distant, fortified castles of our financial feudal system--are changed by my actions, for I am liberated by the act of resistance. I am no longer complicit in perpetuating fraudulent feudalism and the pathology of concentrated power. I no longer covet signifiers of membership in the Upper Caste that serves the plutocracy. I am liberated from self-destructive consumerist-State financialization and the delusion that debt servitude and obedience to sociopathological Elites serve my self-interests. (Thank you, Klaus-Peter L., for reminding me)

"We've become a culture of excuses rather than solutions: solutions always require sustained effort and discipline." (CHS 4/9/16)

"Fraud as a way of life caters an extravagant banquet of consequences." (CHS 4/14/16)

"Creativity = problem solving = value creation." (CHS 6/4/16)

"Truth is powerful because it is the core dynamic of solving problems." (CHS 7/21/17)

"We live in a system of human emotions that masquerades as a science (economics)." (CHS 1/1/18)

"Always remember, your focus determines your reality." (George Lucas)

"Diversity is for poor people. Sameness is for the successful." (GFB)

"When power dissipates suddenly, it dissipates completely." (CHS 7/14/19)

"Disobedience is the true foundation of liberty. The obedient must be slaves." (Henry David Thoreau)

"Markets cannot price in the value of non-monetized natural assets such as diverse ecosystems." (CHS 7/14/19)

"Magical thinking isn't optimism, it is folly." CHS 1/3/22)

"Tune in (to self-reliance), drop out (of hyper-consumerism and debt-serfdom) and turn on (to relocalizing capital and agency)." (CHS 1/5/22)

"The path to everything you desire starts here: like yourself as you are right now." (CHS 11/20/22)

"There are only two signals: how many essentials you produce and share and if you're consuming less with better results. Everything else is noise." (CHS 12/17/22)

"Liberation is no longer needing any confirmation or feedback from others or the world for one's sense of self. Wealth, fame, recognition, admiration, praise, prestige, approval, sainthood, martyrdom, success: none are needed, none are desired." (CHS 12/26/22)

"When fame, wealth, prestige, status and glory are out of reach, you're free to pursue other more valuable things." (CHS 2/6/22)

"It is the sacred duty of every activist who seeks to better their community to grow and share as much life-giving food as is humanly possible." (CHS 6/15/23)

"Being anonymous, gray and unknown is the ideal state of freedom." (CHS 3/15/24)

"We seem to have entered a world of anti-leisure and anti-productivity in which the unpaid shadow work demanded to keep all the complicated digital bits in motion obliterate our leisure and productivity." CHS (5/22/24)

"It is axiomatic that failing systems work the best just before they fail catastrophically." Ray W.

"Looking younger is mere technique; thinking younger demands creativity." CHS (10/16/24)

"Tell me what's taboo and I'll tell you the truths that threaten the status quo." CHS (12/15/24)

"This is the core of the Attention Economy: the ultimate addiction is the addiction to ourselves." CHS (1/28/25)

"If You Seek the Truth, Look for What's Taboo." CHS (7/18/25)

"My definition of self-reliance: the less you need, the easier it is to get what you need." CHS (7/26/25)

"Mastery requires reading and doing." CHS (7/28/25)

"The replacement of authentic value, quality, agency, choice, trust, legitimacy and experience with self-serving facsimiles is the key dynamic of Ultra-Processed Life, my term for the present-day human condition." CHS (8/12/25)

"Ultra-Processed Life replaces an authentic experience with a synthetic, simulated, commoditized, highly profitable version that's superficially attractive but destructive over the long term." CHS (8/12/25)

"What we see everywhere is the replacement of authentic things--including democracy--with synthetic facsimiles designed to maintain the illusion of choice and value." CHS (8/12/25)

"Sometimes certainty is the enemy we don't even see and uncertainty is our most faithful ally." CHS (9/20/25)

click here for more Extra-Special Bonus Aphorisms.





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